Single color image dehazing using sparse priors | |
Dong, Xue-Mei; Hu, Xi-Yuan; Peng, Si-Long; et al.; Xue-Mei Dong | |
2010 | |
会议名称 | International Conference on Image Processing, ICIP |
会议录名称 | International Conference on Image Processing (ICIP) |
页码 | 3593-3596 |
会议日期 | 2010 |
摘要 | We present a new algorithm for removing the haze effects from a single color image. By introducing an additive noise argument in the degradation image model, we establish a unified probabilistic framework for the clear day image and the atmosphere transmission. Then we use an alternative optimization method to approximate the MAP estimators of these two variables iteratively. Experimental results demonstrate the efficiency of the proposed method on restoring the true scene colors and contrast |
关键词 | Dehazing Sparse Prior Atmosphere Scattering model |
收录类别 | EI |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/5178 |
专题 | 智能制造技术与系统研究中心_多维数据分析(彭思龙)-技术团队 |
通讯作者 | Xue-Mei Dong |
推荐引用方式 GB/T 7714 | Dong, Xue-Mei,Hu, Xi-Yuan,Peng, Si-Long,et al. Single color image dehazing using sparse priors[C],2010:3593-3596. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Single color image d(1433KB) | 期刊论文 | 作者接受稿 | 暂不开放 | CC BY-NC-SA |
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